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Language Skills

R
Python
SQL
Bash
MATLAB
Javascript

More info

See full CV at www.jamesgammerman.com/cv for more complete list of positions and accomplishments.

Main

James Gammerman

Education

MSc (part-time), Machine Learning

Royal Holloway University

London, UK

2018 - 2016

  • Grade: Distinction
  • Selected modules: Deep Learning, Tree-based methods, Regression, Unsupervised Learning, Natural language processing, Large-scale Data Analytics (Big Data)
  • Thesis: Predictive Maintenance with Conformal and Probabilistic Prediction - A Commercial Case Study. Won best thesis award.

MSci, Chemistry

Imperial College

London, UK

2013 - 2009

  • MSc project in computational chemical physics

Professional Experience

Data Scientist

Centrica

London, UK

Current - 2017

  • Blah
  • blah
  • blah
  • blah

Business Analyst

ExxonMobil

London, UK

2017 - 2013

  • Numerous analytical tasks relating to European gas and power markets

Academic Publications

Journal article: Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection

Neurocomputing, vol 397:279-291, 2020

N/A

2020

  • This paper was developed from my MSc project and introduced a novel clustering technique which also incorporates anomaly detection

Poster: Conformal Anomaly Detection based on Association Rules

Proceedings of Machine Learning Research, Vol 105:246-7, 2019

N/A

2019

  • This poster introduced a novel ML technique for database cleaning based on association rule mining

Talks and Teaching

Workshop: Business Analytics in R - An Introduction to Statistical Programming

Centrica

Various Locations

Current - 2018

  • I have presented five workshops to company employees across the UK

Talk: Machine Learning: Progress & Prospects

Odessa University, Ukraine

Odessa, Ukraine

2018

  • Guest lecture at Data Science meetup